Short-term forecasting GDP with a DSGE model augmented by monthly indicators
AbstractDSGE models are useful tools for evaluating the impact of policy changes but their use for (short-term) forecasting is still at an infant stage. Besides theory based restrictions, the timeliness of data is an important issue. Since DSGE models are based on quarterly data, they are vulnerable to a publication lag of quarterly national accounts. In this paper we propose a framework for a short-term forecasting of GDP based on a medium-scale DSGE model for a small open economy within a currency area that utilizes the timely information available in monthly conjunctural indicators. To this end we adopt a methodology proposed by Giannone, Monti and Reichlin (2009). Using Austrian data we find that the forecasting performance of the DSGE model can be improved considerably by conjunctural indicators while still maintaining the story-telling capability of the model.
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Bibliographic InfoPaper provided by Oesterreichische Nationalbank (Austrian Central Bank) in its series Working Papers with number 163.
Date of creation: 25 Aug 2010
Date of revision:
Postal: Oesterreichische Nationalbank, Economic Studies Division, c/o Beate Hofbauer-Berlakovich, POB 61, A-1011 Vienna, Austria
This paper has been announced in the following NEP Reports:
- NEP-ALL-2010-09-11 (All new papers)
- NEP-CBA-2010-09-11 (Central Banking)
- NEP-DGE-2010-09-11 (Dynamic General Equilibrium)
- NEP-FOR-2010-09-11 (Forecasting)
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- Hake, Mariya & Stix, Helmut & Fidrmuc, Jarko, 2011.
"Households’ Foreign Currency Borrowing in Central and Eastern Europe,"
171, Oesterreichische Nationalbank (Austrian Central Bank).
- Fidrmuc, Jarko & Hake, Mariya & Stix, Helmut, 2013. "Households’ foreign currency borrowing in Central and Eastern Europe," Journal of Banking & Finance, Elsevier, vol. 37(6), pages 1880-1897.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Markus Knell and Helmut Stix).
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